Final Project

Logistics

Presentation (Nov. 30) schedule is announced below (需要科学上网)
LeTex Template for project report

Project Overview

You only need to choose one of the following projects.

  • [Updated: 11.09] NeRF
    • Basic project, suitable for everyone
    • Instruction [doc]
  • [Update: 11.30] The AutoBio Challenge
    • Real research projects with potential publications
    • High impact but challenging
    • Instruction [doc]
  • [Updated: 11.06] CV for GeoScience
    • Real research projects with potential publications
    • You can regard each earthquake event as an image or even a video
    • High impact but challenging
    • You only need to pick one of the following projects (not all three)
      • Seismic phase-picking [doc]
      • Seismic events: classification, prediction, and detection [doc]
      • Estimating crustal thickness (H) and Vp/Vs ratio (k) from receiver function [doc]
  • [Updated: 11.30] CV for primates
    • Real research projects with potential publications
    • Possible to join a very reputable international team
    • High impact but challenging
    • Instruction [doc]
  • [Updated: 11.07] Human-compatible CV
    • Real charity project for the visually impaired
    • Akin to image captioning
    • Instruction [doc]
  • Overview replay

Midterm Presentation

Report and Code

NeRF

  • NeRF Project Report [pdf] [code]
    • Tianyi Sun
    • Peiheng Wang
    • Hongbo Ning

The AutoBio Challenge

  • Keep Trying for The AutoBio Challenge [pdf] [code]
    • Chengying Tu
    • Xiangcan Xu
  • The Auto-Bio Challenge [pdf] [code]
    • Jiarui Li
  • The AutoBio Challenge [pdf] [code]
    • Litong Wang
    • Yuanzhen Xu

CV for GeoScience

  • Seismic Phase Picking [pdf] [code]
    • Junqing Chen
    • Tianxing Fan
  • Seismic Phase Picking [pdf] [code]
    • Ruihuan Wang
    • Yuchen Wang
  • Vision Transformer-Based H-κ Method (HkViT) for Predicting Crustal Thickness and VP/VS Ratio from Receiver Functions [pdf] [code]
    • Youran Qu
    • Miaosong He
  • Seismogram and 3D Model: Similarity and Its Use in Seismic Classification, Prediction and Detection [pdf] [code]
    • Tianyu Hu
  • Seismic Atlas Analysis Based on Computer Vision Method [pdf] [code]
    • Jingbo Cheng
    • Tianyi Zhang

CV for primates

  • CV for Primates [pdf] [code]
    • Rundong Luo
    • Yiran Geng
    • Zebin Yang
  • CV for Primates [pdf] [code]
    • Yichao Zhou
    • Hongjie Li
  • Clever Chimpanzee: Detection and Identification for Chimpanzees [pdf] [code]
    • Chuyue Tang
    • Siwen Xie

Human-compatible CV

  • Human-Compatible CV [pdf] [code]
    • Weiyuan Ding
    • Xiang Lian
  • A pipeline based on Optical Character Recognition (OCR) and Image Caption (IC) to produce accessible books for the visually impaired [pdf] [code]
    • Xiang Wang
    • Xin Hao

Project Presentation

NeRF

The AutoBio Challenge

CV for GeoScience

CV for primates

Human-compatible CV

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